Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 1.267046 1.556151 1.930699 2.467649 3.247224 4.391494 6.317898
2025-03-16 0.864970 1.161943 1.605211 2.366172 3.772567 6.641884 14.626592
2025-03-23 0.702718 1.003910 1.501525 2.485644 4.739435 11.273294 49.889461
2025-03-30 0.589865 0.877877 1.388048 2.507534 5.561288 18.064252 277.777839
2025-04-06 0.503151 0.769824 1.265503 2.438517 6.112364 26.958878 17199.029428
2025-04-13 0.441419 0.690686 1.172780 2.389923 6.718594 41.941673 NaN
2025-04-20 0.414144 0.667531 1.184540 2.614263 8.792638 113.671992 NaN
2025-04-27 0.385120 0.634969 1.166429 2.749122 10.896493 402.516738 NaN
2025-05-04 0.353140 0.590976 1.111118 2.741327 12.308201 1924.400863 NaN
2025-05-11 0.321392 0.542814 1.035507 2.630828 12.860311 18609.480171 NaN
2025-05-18 0.302274 0.517973 1.011313 2.695725 15.292225 NaN NaN
2025-05-25 0.288849 0.503107 1.008746 2.846222 19.606365 NaN NaN
2025-06-01 0.271216 0.477490 0.974539 2.859553 22.818249 NaN NaN
2025-06-08 0.250980 0.444041 0.913745 2.731073 23.455694 NaN NaN
2025-06-15 0.241366 0.433008 0.912193 2.877380 31.198519 NaN NaN
2025-06-22 0.229353 0.415150 0.888050 2.904233 37.472300 NaN NaN
2025-06-29 0.215785 0.392372 0.845936 2.819138 40.096554 NaN NaN
2025-07-06 0.204178 0.373080 0.811169 2.759373 43.899757 NaN NaN
2025-07-13 0.200965 0.372987 0.833499 3.036169 74.036109 NaN NaN
2025-07-20 0.195394 0.366678 0.835717 3.203665 115.388650 NaN NaN
2025-07-27 0.187081 0.352957 0.812220 3.193961 144.267726 NaN NaN
2025-08-03 0.177333 0.334987 0.772617 3.056698 146.263200 NaN NaN
2025-08-10 0.171843 0.327033 0.764522 3.137247 220.781852 NaN NaN